A Novel Neural Source Code Representation based on Abstract Syntax Tree--ICSE2019
一種新型的基於源代碼表示的一種方法 最新的研究表明，基於AST的神經模型可以更好地表示源代碼。然而AST的規模通常較大，現有的模型容易出現長期依賴的問題。 本文提出了ASTNN，一種新的基於AST的源代碼表示得到神經網絡。 現有的模型是工作在整個AST上，ASTNN將每個大型的AST分割成小語句樹序列，並通過捕獲語句的詞法和句法知識將每一個語句樹都編碼成一個向量。然後可以得到一個語句向量序列。然後
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